156 citations · 231 across the 5 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.LG2021★ 156 cited
SMOTified-GAN for class imbalanced pattern classification problems
Anuraganand Sharma, Prabhat Kumar Singh, Rohitash Chandra
Class imbalance in a dataset is a major problem for classifiers that results in poor prediction with a high true positive rate (TPR) but a low true negative rate (TNR) for a majori…
cs.LG2021★ 29 cited
Guided parallelized stochastic gradient descent for delay compensation
Anuraganand Sharma
Stochastic gradient descent (SGD) algorithm and its variations have been effectively used to optimize neural network models. However, with the rapid growth of big data and deep lea…